activity
20152025
most citedArtificial intelligence in peer review: How can evolutionary computation support journal editors?

56 citations · 208 across the 9 of their papers we have counts for

collaborators

9 papers

cs.DL2025

Exploring the dynamics of external and self-citations and their role in shaping scientific impact

Maciej J. Mrowinski, Aleksandra Buczek, Agata Fronczak

Understanding the mechanisms driving the distribution of scientific citations is a key challenge in assessing the scientific impact of authors. We investigate the influence of the…

physics.soc-ph2024★ 7 cited

Interplay between tie strength and neighbourhood topology in complex networks: Granovetter's theory and beyond

Maciej J Mrowinski, Kamil P. Orzechowski, Agata Fronczak +1

Granovetter's weak ties theory is a very important sociological theory according to which a correlation between edge weight and the network's topology should exist. More specifical…

cs.SI2023★ 5 cited

Asymmetry of social interactions and its role in link predictability: the case of coauthorship networks

Kamil P. Orzechowski, Maciej J. Mrowinski, Agata Fronczak +1

The paper provides important insights into understanding the factors that influence tie strength in social networks. Using local network measures that take into account asymmetry o…

physics.soc-ph2023★ 19 cited

Scaling theory of fractal complex networks

Agata Fronczak, Piotr Fronczak, Mateusz Samsel +3

We show that fractality in complex networks arises from the geometric self-similarity of their built-in hierarchical community-like structure, which is mathematically described by…

physics.soc-ph2021★ 46 cited

Scientific success from the perspective of the strength of weak ties

Agata Fronczak, Maciej J. Mrowinski, Piotr Fronczak

We present the first complete confirmation of Granovetter's theory of social networks using a massive dataset. For this purpose, we study a scientific collaboration network, which…

cs.DL2017★ 56 cited

Artificial intelligence in peer review: How can evolutionary computation support journal editors?

Maciej J. Mrowinski, Piotr Fronczak, Agata Fronczak +2

With the volume of manuscripts submitted for publication growing every year, the deficiencies of peer review (e.g. long review times) are becoming more apparent. Editorial strategi…